{"id":"W4205215187","doi":"10.1002/adfm.202111920","title":"Low‐Energy UV Ultrafast Laser Controlled Lift‐Off for High‐Quality Flexible GaN‐Based Device","year":2022,"lang":"en","type":"article","venue":"Advanced Functional Materials","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"National Natural Science Foundation of China","keywords":"Materials science; Optoelectronics; Gallium nitride; Laser; Indium gallium nitride; Optics; Nanotechnology; Layer (electronics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005954793,0.0003769301,0.0008228165,0.0001004639,0.0005606357,0.0001281746,0.0002403986,0.00005490404,0.01715294],"category_scores_gemma":[0.00003423871,0.0003606168,0.0002351247,0.0001580562,0.00004654451,0.0002465626,0.00005079765,0.00009011687,0.00004854235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009137239,"about_ca_system_score_gemma":0.0001880608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002645151,"about_ca_topic_score_gemma":0.000006668358,"domain_scores_codex":[0.9973906,0.0002867108,0.0008354178,0.0005926124,0.0003769149,0.000517779],"domain_scores_gemma":[0.9982192,0.0005004698,0.0005446806,0.000382891,0.0002221678,0.0001305747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003685029,0.0003375493,0.0001354761,0.00006636621,0.0001628471,9.643198e-7,0.0000137688,0.01067737,0.9589725,0.02419494,0.001032803,0.0007203409],"study_design_scores_gemma":[0.009836704,0.0002287775,0.0005140516,0.00001996939,0.00008585093,9.006815e-7,0.0001818666,0.00002177261,0.9541883,0.006144915,0.02832684,0.0004500727],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838129,0.00004167041,0.00537277,0.0003153137,0.004322944,0.000893088,0.004473175,0.0001463472,0.0006217801],"genre_scores_gemma":[0.9887652,0.000001943394,0.0004209923,0.001431138,0.001136901,0.00267223,0.003614012,0.00007220559,0.001885363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02729404,"threshold_uncertainty_score":0.9998846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01905363488173105,"score_gpt":0.2623711982488148,"score_spread":0.2433175633670838,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}